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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red. The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 6115.76
Median expression: N/A
Median follow up time: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
14213.7
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
59319.4
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
50001.0
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
46144.1
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
44922.5
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
44600.7
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
44346.6
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
43345.6
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
41778.0
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
41004.4
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
38970.9
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
38463.5
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
37806.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
37069.6
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
37048.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
36423.3
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
35511.2
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
35262.1
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
35065.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
34668.8
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
33986.5
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
33246.4
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
32755.8
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
32619.7
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
32528.4
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
32513.3
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
32357.0
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
31830.9
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
31807.7
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
31115.2
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
30762.7
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
30532.8
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
30098.0
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
29815.7
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
28801.0
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
28445.7
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
28020.6
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
28017.5
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
27991.0
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
27240.2
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
27006.9
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
26769.6
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
26580.4
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
26527.5
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
26419.7
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
26365.9
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
26248.3
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
26064.3
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
26015.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
25909.0
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
25397.1
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
25380.1
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
24941.4
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
24812.2
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
24811.4
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
24693.5
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
24595.8
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
24477.8
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
24336.7
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
24026.8
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
23647.2
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
23599.3
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
23354.8
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
23309.1
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
23299.3
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
22114.2
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
21610.6
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
21584.7
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
21482.0
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
21446.8
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
21402.6
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
21354.5
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
21308.6
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
21269.0
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
21003.7
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
20994.1
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
20983.2
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
20958.3
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
20902.6
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
20834.4
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
20798.0
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
20745.4
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
20740.3
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
20665.1
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
20540.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
20513.1
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
20462.7
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
20112.5
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
20103.5
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
19969.6
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
19822.5
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
19813.1
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
19746.4
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
19563.2
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
19283.8
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
19200.5
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
19162.0
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
18740.8
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
18673.1
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
18618.7
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
18576.4
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
18455.8
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
18435.6
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
18435.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
18344.6
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
18281.6
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
18190.4
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
18167.1
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
17975.5
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
17807.1
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
17713.1
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
17569.9
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
17551.4
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
17480.6
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
17420.9
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
17396.7
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
17234.6
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
16952.5
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
16709.6
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
16657.0
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
16570.7
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
16467.8
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
16431.9
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
16261.3
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
16129.1
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
16106.4
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
16100.2
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
15924.1
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
15923.8
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
15655.6
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
15517.9
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
15468.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
15389.3
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
15342.9
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
15297.2
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
15281.1
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
15222.9
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
15129.4
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
14874.9
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
14874.3
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
14787.9
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
14768.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
14685.7
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
14485.2
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
14484.8
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
14315.1
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
14241.8
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
14225.6
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
14214.3
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
14116.7
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
13921.6
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
13876.8
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
13810.9
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
13730.8
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
13639.5
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
13607.3
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
13602.1
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
13553.1
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
13373.9
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
13360.6
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
13337.2
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
13333.6
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
13259.6
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
13251.1
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
13164.1
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
13149.4
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
13132.0
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
13094.2
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
13073.3
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
13024.6
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
13014.1
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
12973.5
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
12914.6
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
12910.6
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
12886.0
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
12850.8
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
12840.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
12752.5
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
12749.8
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
12725.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
12568.4
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
12429.4
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
12383.1
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
12346.1
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
12288.3
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
12088.5
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
12084.6
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
12058.3
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
12018.1
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
11864.1
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
11848.3
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
11840.0
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
11789.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
11719.9
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
11700.4
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
11590.4
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
11544.8
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
11493.6
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
11473.5
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
11404.5
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
11373.0
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
11301.0
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
11245.2
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
11151.4
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
11135.0
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
11112.4
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
11052.1
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
10998.5
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
10922.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
10870.6
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
10849.3
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
10800.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
10606.4
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
10443.3
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
10424.2
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
10347.7
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
10277.8
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
10258.6
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
10218.1
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
10214.3
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
10157.4
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
10045.7
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
10004.6
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
9979.0
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
9951.9
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
9909.6
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
9878.0
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
9816.9
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
9803.9
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
9681.1
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
9556.6
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
9452.4
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
9380.7
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
9319.0
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
9296.5
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
9255.9
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
9226.1
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
9224.0
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
9184.1
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
9136.6
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
9108.7
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
9061.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
9019.7
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
8982.2
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
8911.8
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
8906.8
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
8898.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
8829.0
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
8709.7
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
8598.3
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
8591.1
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
8331.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
8182.1
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
8027.9
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
8000.3
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
7957.7
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
7884.6
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
7851.6
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
7812.0
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
7780.8
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
7706.5
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
7599.6
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
7568.2
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
7539.9
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
7534.7
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
7476.7
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
7416.3
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
7415.3
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
7400.3
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
7386.3
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
7212.5
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
7172.6
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
7144.2
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
7111.7
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
7089.1
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
6820.0
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
6805.4
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
6799.1
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
6777.3
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
6726.8
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
6656.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
6620.8
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
6581.9
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
6504.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
6496.8
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
6425.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
6161.7
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
6136.7
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
6094.8
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
6048.6
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
6033.3
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
5951.5
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
5805.1
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
5780.6
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
5684.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
5681.3
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
5644.3
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
5557.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
5167.0
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
5163.5
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
5144.3
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
5139.5
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
5041.1
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
4888.9
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
4726.3
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
4618.8
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
4569.9
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
4463.8
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
4261.6
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
3987.9
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
3930.1
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
3925.1
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
3903.4
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
3888.3
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
3803.1
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
3701.5
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
3679.7
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
3599.4
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
3593.5
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
3509.1
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3450.7
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
3415.1
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
3359.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
3324.6
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
3259.9
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
3185.9
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
3097.2
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
3080.4
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2923.7
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
2895.3
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
2708.7
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
2619.2
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
2501.6
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
2356.6
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
2348.0
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2344.4
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
2312.8
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
2099.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
1763.2
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1670.4
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1666.2
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
1654.3
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1429.2
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1300.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
1147.0
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
1104.5
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
1098.2
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
1031.6
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
870.2
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
848.6
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
784.5
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
732.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
610.1
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
511.8
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
450.1
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
288.3
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
233.0
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
199.8
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
112.6
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
93.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
40.7
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
22.4
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
21.6
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
15.8
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
6.8
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
6.2
Show all
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
The Human Protein Atlas project is funded
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